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In today's mobile application marketplace, the ability of consumers to make informed choices regarding their privacy is extremely limited. Consumers largely rely on privacy policies and app permission mechanisms, but these do an inadequate…

Computers and Society · Computer Science 2015-01-05 Steven C. Isley

A Software Bill of Materials (SBOM) is becoming an increasingly important tool in regulatory and technical spaces to introduce more transparency and security into a project's software supply chain. Artificial intelligence (AI) projects face…

Software Engineering · Computer Science 2026-01-30 Karen Bennet , Gopi Krishnan Rajbahadur , Arthit Suriyawongkul , Kate Stewart

In the era of advanced artificial intelligence, highlighted by large-scale generative models like GPT-4, ensuring the traceability, verifiability, and reproducibility of datasets throughout their lifecycle is paramount for research…

Software Engineering · Computer Science 2024-08-19 Yue Liu , Dawen Zhang , Boming Xia , Julia Anticev , Tunde Adebayo , Zhenchang Xing , Moses Machao

Mobile applications are required to give privacy notices to users when they collect or share personal information. Creating consistent and concise privacy notices can be a challenging task for developers. Previous work has attempted to help…

Software Engineering · Computer Science 2023-05-25 Vijayanta Jain , Sepideh Ghanavati , Sai Teja Peddinti , Collin McMillan

Modern digital ecosystems, spanning software, hardware, learning models, datasets, and cryptographic products, continue to grow in complexity, making it difficult for organizations to understand and manage component dependencies. Bills of…

Cryptography and Security · Computer Science 2026-01-21 Shuai Zhang , Minzhao Lyu , Hassan Habibi Gharakheili

Software Bills of Materials (SBOMs) are increasingly mandated by regulators, yet existing sharing mechanisms impose a binary choice between full disclosure and full opacity. This exposes software suppliers to attacks that can be deduced…

Cryptography and Security · Computer Science 2026-05-04 Tom Sorger , Eric Cornelissen , Aman Sharma , Javier Ron , Musard Balliu , Martin Monperrus

End-users seldom read verbose privacy policies, leading app stores like Google Play to mandate simplified data safety declarations as a user-friendly alternative. However, these self-declared disclosures often contradict the full privacy…

Artificial Intelligence · Computer Science 2026-03-11 Bhanuka Silva , Dishanika Denipitiyage , Anirban Mahanti , Aruna Seneviratne , Suranga Seneviratne

Software Bills of Materials (SBOMs) have emerged as tools to facilitate the management of software dependencies, vulnerabilities, licenses, and the supply chain. While significant effort has been devoted to increasing SBOM awareness and…

Software Engineering · Computer Science 2024-11-27 Trevor Stalnaker , Nathan Wintersgill , Oscar Chaparro , Massimiliano Di Penta , Daniel M German , Denys Poshyvanyk

The Software Bill of Materials (SBOM) has emerged as a promising solution, providing a machine-readable inventory of software components used, thus bolstering supply chain security. This paper presents an extensive study concerning the…

Software Engineering · Computer Science 2023-08-31 Tingting Bi , Boming Xia , Zhenchang Xing , Qinghua Lu , Liming Zhu

The proliferation of mobile applications and the subsequent sharing of personal data with service and application providers have given rise to substantial privacy concerns. Application marketplaces have introduced mechanisms to conform to…

Cryptography and Security · Computer Science 2023-11-02 Joao Marono , Catarina Silva , Joao P. Barraca , Vitor Cunha , Paulo Salvador

The rapid adoption of complex AI systems has outpaced the development of tools to ensure their transparency, security, and regulatory compliance. In this paper, the AI Bill of Materials (AIBOM), an extension of the Software Bill of…

Software Engineering · Computer Science 2026-01-12 Wiebe Vandendriessche , Jordi Thijsman , Laurens D'hooge , Bruno Volckaert , Merlijn Sebrechts

Mobile applications are required to give privacy notices to the users when they collect or share personal information. Creating consistent and concise privacy notices can be a challenging task for developers. Previous work has attempted to…

Software Engineering · Computer Science 2023-05-12 Vijayanta Jain , Sanonda Datta Gupta , Sepideh Ghanavati , Sai Teja Peddinti

Designing Internet of things (IoT) applications (apps) is challenging due to the heterogeneous nature of the systems on which these apps are deployed. Personal data, often classified as sensitive, may be collected and analysed by IoT apps,…

Cryptography and Security · Computer Science 2022-10-06 Nada Alhirabi , Stephanie Beaumont , Omer Rana , Charith Perera

The rapid growth of software supply chain attacks has attracted considerable attention to software bill of materials (SBOM). SBOMs are a crucial building block to ensure the transparency of software supply chains that helps improve software…

Software Engineering · Computer Science 2023-02-08 Boming Xia , Tingting Bi , Zhenchang Xing , Qinghua Lu , Liming Zhu

The growing integration of open-source software and AI-driven technologies has introduced new layers of complexity into the software supply chain, challenging existing methods for dependency management and system assurance. While Software…

Software Engineering · Computer Science 2025-10-03 Vadim Safronov , Anthony McCaigue , Nicholas Allott , Andrew Martin

Modern software applications heavily rely on diverse third-party components, libraries, and frameworks sourced from various vendors and open source repositories, presenting a complex challenge for securing the software supply chain. To…

Organizations use privacy policies to communicate their data collection practices to their clients. A privacy policy is a set of statements that specifies how an organization gathers, uses, discloses, and maintains a client's data. However,…

Cryptography and Security · Computer Science 2024-03-27 Maryam Majedi , Ken Barker

Context: Digital and physical trails of user activities are collected over the use of software applications and systems. As software becomes ubiquitous, protecting user privacy has become challenging. With the increase of user privacy…

Software Engineering · Computer Science 2023-02-07 Pattaraporn Sangaroonsilp , Hoa Khanh Dam , Morakot Choetkiertikul , Chaiyong Ragkhitwetsagul , Aditya Ghose

A Bill of Materials (BoM) is a list of all components on a printed circuit board (PCB). Since BoMs are useful for hardware assurance, automatic BoM extraction (AutoBoM) is of great interest to the government and electronics industry. To…

Image and Video Processing · Electrical Eng. & Systems 2023-07-26 Olivia P. Dizon-Paradis , Daniel E. Capecci , Nathan T. Jessurun , Damon L. Woodard , Mark M. Tehranipoor , Navid Asadizanjani

With the requirements and emphases on privacy transparency placed by regulations such as GDPR and CCPA, the Google Play Store requires Android developers to more responsibly communicate their apps' privacy practices to potential users by…

Cryptography and Security · Computer Science 2025-11-18 Anhao Xiang , Weiping Pei , Chuan Yue
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